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Original file line number Diff line number Diff line change
Expand Up @@ -157,7 +157,7 @@ def get_for_table(
)
)
return TypeAdapter(List[SnowflakeQueryLogEntry]).validate_python(
[ExtendedDict(r).lower_case_keys() for r in rows]
[ExtendedDict(r._asdict()).lower_case_keys() for r in rows]
)


Expand Down
Original file line number Diff line number Diff line change
@@ -1,7 +1,9 @@
from datetime import datetime
from unittest.mock import MagicMock, Mock, patch
from datetime import datetime, timedelta
from unittest.mock import MagicMock, Mock, create_autospec, patch

import pytest
from sqlalchemy.engine.result import IteratorResult, SimpleResultMetaData
from sqlalchemy.orm import Session

from metadata.generated.schema.entity.data.table import (
DmlOperationType,
Expand All @@ -13,6 +15,7 @@
)
from metadata.ingestion.source.database.snowflake.models import (
SnowflakeDynamicTableRefreshEntry,
SnowflakeQueryLogEntry,
)
from metadata.profiler.metrics.system.snowflake.system import (
PUBLIC_SCHEMA,
Expand Down Expand Up @@ -372,3 +375,112 @@ def test_get_dynamic_table_filters_by_table_name(

assert len(inserts) == 1
assert inserts[0].rowsAffected == 10


def test_it_turns_sql_alchemy_response_to_snowflake_query_log_entries() -> None:
start_time = datetime.now()

session = create_autospec(Session, instance=True)

# Set up test data
row_metadata = SimpleResultMetaData(
[
"query_id",
"query_text",
"query_type",
"start_time",
"database_name",
"schema_name",
"rows_inserted",
"rows_updated",
"rows_deleted",
]
)
result = IteratorResult(
row_metadata,
iter(
[
(
"1",
"INSERT INTO Foo (c, b) VALUES (1, 2), (2, 3)",
"INSERT",
start_time,
"TEST",
"TEST_SCHEMA",
2,
0,
0,
),
(
"2",
"DELETE FROM Foo WHERE c = 1",
"DELETE",
start_time + timedelta(hours=1),
"TEST",
"TEST_SCHEMA",
0,
0,
1,
),
(
"3",
"UPDATE Foo SET b = 5",
"UPDATE",
start_time + timedelta(hours=2),
"TEST",
"TEST_SCHEMA",
0,
1,
0,
),
]
),
)
session.execute.return_value = result

# Mock connection
snowflake_connection = SnowflakeConnection.model_construct(
accountUsageSchema="SNOWFLAKE.ACCOUNT_USAGE"
)

queries = SnowflakeQueryLogEntry.get_for_table(
session=session,
tablename="Foo",
service_connection_config=snowflake_connection,
)

assert queries == [
SnowflakeQueryLogEntry(
query_id="1",
query_text="INSERT INTO Foo (c, b) VALUES (1, 2), (2, 3)",
query_type="INSERT",
start_time=start_time,
database_name="TEST",
schema_name="TEST_SCHEMA",
rows_inserted=2,
rows_updated=0,
rows_deleted=0,
),
SnowflakeQueryLogEntry(
query_id="2",
query_text="DELETE FROM Foo WHERE c = 1",
query_type="DELETE",
start_time=start_time + timedelta(hours=1),
database_name="TEST",
schema_name="TEST_SCHEMA",
rows_inserted=0,
rows_updated=0,
rows_deleted=1,
),
SnowflakeQueryLogEntry(
query_id="3",
query_text="UPDATE Foo SET b = 5",
query_type="UPDATE",
start_time=start_time + timedelta(hours=2),
database_name="TEST",
schema_name="TEST_SCHEMA",
rows_inserted=0,
rows_updated=1,
rows_deleted=0,
),
]
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